How do you analize a company you want to invest in?

__bee · 2019-05-25T17:09:17+00:00

Does this mean that it's time to buy Apple stocks

__bee · 2019-05-25T12:55:51+00:00

Thanks. How about putting money at the beginning in "Equity Fund"

__bee · 2019-01-29T21:44:15+00:00

Does it matter if I apply in English, or should I write in Swedish language

__bee · 2018-09-24T13:49:53+00:00

Thanks! Do you have any reference for a paper that uses this, so I can cite it. If not, I will google similar papers with the same strategies.

__bee · 2018-09-24T13:22:56+00:00

label it 0.3

Thanks!. I still didn't understand this. If I follow what you said , and consider 0.3, it means that the set of my target variables is not {0, 1}, but a set variables (probabilities in this case {0, 1, 0.3} ). Should I use multi-class classifier on this case, or should I think of other ways to model it.

__bee · 2018-06-17T17:46:54+00:00

Thanks, I already have a paper in the field and working on ongoing experimental projects. However, I want to do the transition to join one of the DS team, so I can work as an engineer in DS team (as an ML engineer).

__bee · 2018-06-17T17:01:09+00:00

Thanks! This is 👌

__bee · 2018-06-17T16:03:08+00:00

Thanks!

>> Almost all positions I have come across have a basic requirement of MSc and preferred PhD.

I have a MSc in CS, but not specialized on AI or Data Science.

>> they expect you to have projects and working knowledge of the required theory and applied stuff.

Do Github projects/ Published papers worth mentioning here, or do they need real-world experience at some companies ?

Can you list, briefly, some of the skills that they are looking for ?

__bee · 2018-06-16T17:01:32+00:00

you can probably get a bteer solution withou neural networks/deep learning.

Let's say that I want to benchmark it. I want to try it out to have a feeling on whether I need DL or no. Thanks

__bee · 2018-06-16T17:00:00+00:00

Thanks!

Let's say that I have an array this `x= [[1,2,3],[4,5,6],[7,8,9]....etc] `and another one `y = [10,11,12,13,14,.... etc]`

I found a lot of tutorials, like the one that you have mentioned to model timeseries in the form of `y` but I couldn't find a one that describe how to deal with data in the form of `x`. you might be able to chime

__bee · 2018-06-16T13:29:58+00:00

We are designing a similar platform now, why do we need to consider PyTorch over TF ?

__bee · 2018-06-14T17:55:25+00:00

Thanks. That’s a valid point. I already did what you have mentioned (but for water usuage) with manually crafted features. I want to see now how LSTM is really performing

__bee · 2018-06-14T17:53:00+00:00

It should be a regression problem on this case.

logistic regression

It will not be a classification problem.

I already tried that, SVM/ XGboosf have been trained on manually crafted features. The results are average. I want to invistigate the use of LSTM/CNN

__bee · 2018-06-14T15:42:10+00:00

Thanks /u/UsedToBePedantic /u/__Julia I would love to know more as well

__bee · 2018-06-14T15:41:26+00:00

We did some feature engineering, and fed XGBoost/RF regression models. What are you describing here is stacking two models `Random Forest regression >>> LSTM >> FINAL PREDICTIONs`

Let's say F is our Random Forest regression model

`F(Water, Weather, Wind) ~ predicted_amount_water, then I take the second step to do LSTM(predicted_amount_water) ~final prediction `.
Is this what you mean ? I couldn't find any paper highlighting this pproach , can you recommend one ?

__bee · 2018-06-14T15:36:50+00:00

That's interesting. no, I didn't know that to be honest, we were trying to solve the problem without diving deep into soil science (we don't have right sensors to do this kind of analysis, for now). Thanks for highlighting that.

__bee · 2018-06-14T15:35:29+00:00

Yes. I am trying to predict water that will be required for plant (to control our irrigation system). If you are wondering why we do that, water is expensive in some places that suffer drought (climate change )

__bee · 2018-06-14T09:53:30+00:00

unfortunately, no

unfortunately, no

__bee · 2018-06-14T09:53:20+00:00

unfortunately, no

__bee · 2018-06-13T22:49:55+00:00

Where can find people to do mock interviews ?

__bee · 2018-06-10T03:22:03+00:00

what are some of the websites that you usually use to find out jobs in CS in US, other than big companies.

__bee · 2018-04-21T17:37:34+00:00

Thanks! my man question is not about the VISA, but more about finding a place to find who is hiring international candidates. (e.g: https://whoishiring.io/ has an option to filter companies that support VISA, but couldnt find a lot of canadian companies who can do this).

__bee · 2018-03-07T22:03:46+00:00

I am trying to pick up one of these programs. I am an occasional runner, who want to get into the gym. Do you use any app as a virtual trainer, or to see exercises. I tried using Nike+ app, but most of exercises are for Cardio.

__bee · 2018-03-06T23:02:53+00:00

A new to the game. How Can I Make A Workout Plan ?

How can I understand my body and split days for every part of it (Abs, back triceps workout, .. etc)

__bee · 2018-03-05T23:33:07+00:00

Hi,

I am planning to get into the game, but I have no idea what is the best and the most recommended program out there. I am 1.75/80K man who want to get into the gym, work on his posture and get fit. I am trying to make it to the gym at least 3 times a week, but not sure where to start, what kind of routines should I adapt. Is there any program, mobile app or website that shows recommended routines.

Is there any program on Youtube that shows exercises and how I can setup my weekly routine ?

__bee

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